Essays about: "Train signals"

Showing result 6 - 10 of 40 essays containing the words Train signals.

1. 6. Predicting Bipolar Mood Disorder using LongShort-Term Memory Neural Networks

   University essay from Högskolan Dalarna/Institutionen för information och teknik

   Author : Saeed Mubasher Hafiz; [2022]
   Keywords : LSTM; LSTM Memory; Memorization vs. Delays; RNN; GRU;

   Abstract : Bipolar mood disorder is a severe mental condition that has multiple episodesof either of two types: manic or depressive. These phases can lead patients tobecome hyperactive, hyper-sexual, lethargic, or even commit suicide — all ofwhich seriously impair the quality of life for patients. READ MORE

3. 7. LSTM Feature Engineering Through Time Series Similarity Embedding

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Sebastian Bångerius; [2022]
   Keywords : Embedding; time series; LSTM; feature engineering; DTW; correlation; prediction;

   Abstract : Time series prediction has many applications. In cases with simultaneous series (like measurements of weather from multiple stations, or multiple stocks on the stock market)it is not unlikely that these series from different measurement origins behave similarly, or respond to the same contextual signals. READ MORE

4. 8. Gunshot Detection from Audio Streams in Portable Devices

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Linnea Bokelund; Ellen Grane; [2022]
   Keywords : machine learning; gunshot detection; convolutional neural networks; sound event detection; portable devices; Technology and Engineering;

   Abstract : Machine learning and artificial neural networks can be used to classify or detect specific sound events in audio signals. Gunshot detection is one use case for such networks and can be used to help law enforcement by alerting officers or triggering camera recordings. READ MORE

5. 9. Using machine learning to predict power deviations at Forsmark

   University essay from Uppsala universitet/Institutionen för fysik och astronomi

   Author : Albin Björn; [2021]
   Keywords : Machine learning; power deviations; nuclear power; classification; SVM; knn; PCA;

   Abstract : The power output at the Forsmark nuclear power plant sometimes deviates from the expected value. The causes of these deviations are sometimes known and sometimes unknown. READ MORE

6. 10. Closed-Loop EEG BCI: VR and Electrical Stimulation to treat Neuropathic Pain

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Shreya Kohli; [2021]
   Keywords : ;

   Abstract : Chronic pain is a life-threatening disease affecting over 20% of theU.S. adult population as of 2016. It impacts the physical as well as emotional components of a human being significantly affecting a person’s quality of life. READ MORE